mlops-zoomcamp

Free MLOps course from DataTalks.Club

mlops-zoomcamp-final-project

final project for MLOps zoomcamp course

mlops2020

mlops_example_lambda

MLOps example with AWS Lambda, Docker, CDK, Github Actions, and DVC

mlops_project

an end-to-end mlops project

mlops_workshop

Azure MLOps

mlopsintegration

This is the integration of Machine Learning with DevOps. By this Integration we have converted the manual process of testing and training into automation.

mlopspython

MLOps using Azure ML Services and Azure DevOps

mlopstemplate

The Repository of the MLOps cookiecutter created by the Perioperative Data Science Team at UAB

mnist-mlops-learning

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits

mr.-ranedeer-ai-tutor

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

n8n

Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.

neptune

Made in python program! Neptune Multi Tool, visit now :0

olympicsdata

This dataset provides an opportunity to ask questions about how the Olympics have evolved over time, including questions about the participation and performance of women, different nations, and different sports and events.

openai-sql-generator

Simple app in React and Node that interacts with OpenAI's ChatGPT API

openllm

Operating LLMs in production

optuna

A hyperparameter optimization framework

pachyderm

Data-Centric Pipelines and Data Versioning

pipelines

Machine Learning Pipelines for Kubeflow

polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

power-and-gas-corporate-churn---data-science-project

A major gas and electricity utility that supplies to corporate, SME (Small & Medium Enterprise), and residential customers. The power-liberalization of the energy market in Europe has led to significant customer churn, especially in the SME segment. They have partnered with us to help diagnose the source of churning SME customers.

practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

primehub

open-source MLOps platform

privategpt

Interact privately with your documents using the power of GPT, 100% privately, no data leaks

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

pysparkraveendra

Git Repository

python-deep-learning-projects

Codebase for my book "Python DeepLearning Projects" | Learn applied deep learning for various use-cases on NLP, CV and ASR using TensorFlow and Keras. Book link.

pytorch

Deep Learning Zero to All - Pytorch

realtime-data-streaming-project

In this Project, I'll be building a real-time data streaming pipeline, covering each phase from data ingestion to processing and finally storage. We'll utilize a powerful stack of tools and technologies, including Apache Airflow, Python, Apache Kafka, Apache Zookeeper, Apache Spark, and Cassandra—all neatly containerised using Docker.